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Mar 29, 2024
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2017-2018 UMass Dartmouth Graduate Catalog [Archived Catalog]
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ECE 584 - Estimation TheoryCredits 3 Lecture / 3 hours per week Basic concepts and principles of estimation theory. Topics include least squares estimation, recursive least squares estimation, best linear unbiased estimator, Bayes estimation, maximum likelihood estimation, maximum a posteriori estimation, conditional mean, Gauss-Markov random process, Kalman filtering, prediction, smoothing, and nonlinear estimation. Estimator bounds and properties are discussed. Graded
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